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weakly supervised

38 papers

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weakly supervised learning (19) semantic segmentation (7) multiple instance learning (4) class activation map (3) vision-language model (3) multimodal learning (3) self-supervised learning (3) multi-task learning (3) natural language query (2) bounding box (2)

Papers

ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects CVPR 2025 INSIGHT: Explainable Weakly-Supervised Medical Image Analysis MLHC 2025 Physics-Informed Weakly Supervised Learning For Interatomic Potentials ICML 2025 Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025 WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation CVPR 2025 Detours for Navigating Instructional Videos CVPR 2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation CVPR 2024 Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024 TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning ICML 2024 Extracting Class Activation Maps From Non-Discriminative Features As Well CVPR 2023 Image Manipulation via Multi-Hop Instructions - A New Dataset and Weakly-Supervised Neuro-Symbolic Approach EMNLP 2023 Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023 Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023 The Devil Is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation CVPR 2023 Unified Keypoint-Based Action Recognition Framework via Structured Keypoint Pooling CVPR 2023 WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023 Approximate Cluster Recovery from Noisy Labels COLT 2022 Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation CVPR 2022 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 Face Forensics in the Wild CVPR 2021 How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021 Learning Discriminative Prototypes With Dynamic Time Warping CVPR 2021 Positive Sample Propagation Along the Audio-Visual Event Line CVPR 2021 Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021 Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract) AAAI 2021